Physics-Based Probabilistic Motion Compensation of Elastically Deformable Objects

Download or read book Physics-Based Probabilistic Motion Compensation of Elastically Deformable Objects written by Evgeniya Ballmann and published by KIT Scientific Publishing. This book was released on 2014-07-30 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: A predictive tracking approach and a novel method for visual motion compensation are introduced, which accurately reconstruct and compensate the deformation of the elastic object, even in the case of complete measurement information loss. The core of the methods involves a probabilistic physical model of the object, from which all other mathematical models are systematically derived. Due to flexible adaptation of the models, the balance between their complexity and their accuracy is achieved.